| Literature DB >> 29164152 |
Peter A Lazzarini1,2,3,4, Sheree E Hurn1,2, Suzanne S Kuys3,5, Maarten C Kamp1, Vanessa Ng3, Courtney Thomas6, Scott Jen7, Jude Wills8, Ewan M Kinnear3, Michael C d'Emden1,9, Lloyd F Reed1,2.
Abstract
We investigated the prevalence and factors independently associated with foot complications in a representative inpatient population (adults admitted for any reason with and without diabetes). We analysed data from the Foot disease in inpatients study, a sample of 733 representative inpatients. Previous amputation, previous foot ulceration, peripheral arterial disease (PAD), peripheral neuropathy (PN), and foot deformity were the foot complications assessed. Sociodemographic, medical, and foot treatment history were collected. Overall, 46.0% had a foot complication with 23.9% having multiple; those with diabetes had higher prevalence of foot complications than those without diabetes (p < 0.01). Previous amputation (4.1%) was independently associated with previous foot ulceration, foot deformity, cerebrovascular accident, and past surgeon treatment (p < 0.01). Previous foot ulceration (9.8%) was associated with PN, PAD, past podiatry, and past nurse treatment (p < 0.02). PAD (21.0%) was associated with older age, males, indigenous people, cancer, PN, and past surgeon treatment (p < 0.02). PN (22.0%) was associated with older age, diabetes, mobility impairment, and PAD (p < 0.05). Foot deformity (22.4%) was associated with older age, mobility impairment, past podiatry treatment, and PN (p < 0.01). Nearly half of all inpatients had a foot complication. Those with foot complications were older, male, indigenous, had diabetes, cerebrovascular accident, mobility impairment, and other foot complications or past foot treatment.Entities:
Mesh:
Year: 2017 PMID: 29164152 PMCID: PMC5661067 DOI: 10.1155/2017/4138095
Source DB: PubMed Journal: J Diabetes Res Impact factor: 4.011
Proportion of the diabetes and nondiabetes participants with foot complications.
| Foot complication | All | Diabetes | Nondiabetes |
|
|---|---|---|---|---|
| Participants | 733 | 172 | 561 | |
| Foot complication(s)a | 336 (46.0% (42.4–49.7)) | 112 (65.5% (58.1–72.2) | 224 (40.1% (36.2–44.3)) | <0.001∗ |
| Multiple foot complicationsb | 175 (23.9% (20.9–27.1)) | 66 (38.6% (31.6–46.1)) | 109 (19.5% (16.4–23.0)) | <0.001∗ |
| Previous foot diseasec | 81 (11.1% (9.0–13.6)) | 38 (22.1% (16.5–28.9)) | 43 (7.7% (5.7–10.2)) | <0.001∗ |
| Previous amputation | 30 (4.1% (2.9–5.8)) | 16 (9.3% (5.7–14.7)) | 14 (2.5% (1.4–4.2))) | <0.001∗ |
| Previous foot ulcer | 72 (9.8% (7.9–12.2) | 35 (20.3% (15.0–27.0)) | 37 (6.6% (4.8–9.0))) | <0.001∗ |
| Peripheral arterial disease | 153 (21.0% (18.2–24.1)) | 60 (35.1% (28.3–42.5)) | 93 (16.7% (13.8–20.0)) | <0.001∗ |
| Peripheral neuropathy | 160 (22.0% (19.1–25.1)) | 74 (43.3% (36.1–50.8)) | 86 (15.4% (12.6–18.6)) | <0.001∗ |
| Foot deformity | 158 (22.4% (19.5–25.6)) | 51 (30.5% (24.0–37.9)) | 107 (19.9% (16.7–23.5)) | 0.004∗ |
∗ p < 0.05. aParticipants with at least one foot complication. bParticipants with two or more foot complications. cParticipants with previous foot disease (either previous foot ulcer or previous amputation); CI: confidence interval.
Participant characteristics and univariate analysis for previous amputation and previous foot ulcer.
| Variables | All | Previous amputation | Previous foot ulcer | ||||
|---|---|---|---|---|---|---|---|
|
| Odds ratio (95% CI) |
|
| Odds ratio (95% CI) |
| ||
| Participants | 733 | 30 / 731 (4.1%) | 72/731 (9.8%) | ||||
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| Age: mean (SD) years | 62.0 (18.6) | 71.4 (11.1) | 1.04 (1.01–1.06) | 0.006∗∗ | 65.8 (15.6) | 1.01 (1.00–1.03) | 0.074∗ |
| Age: median (IQR) years | 65 (50–76) | 72 (66–79) | 0.006∗∗ | 69 (57–76) | 0.128∗ | ||
| Age groups | NA | 0.110 | |||||
| 18–40 years | 110 (15.0%) | 0 | 1.00 | 5 (6.9%) | 1.00 | ||
| 41–60 years | 188 (25.7%) | 6 (20.0%) | 19 (26.4%) | 2.38 (0.86–6.55) | 0.095 | ||
| 61–80 years | 316 (43.2%) | 17 (56.7%) | 39 (54.2%) | 2.97 (1.14–7.73) | 0.026 | ||
| 81+ years | 117 (16.0%) | 7 (23.3%) | 9 (12.5%) | 1.75 (0.57–5.39) | 0.330 | ||
| Male sex | 408 (55.8) | 19 (63.3%) | 1.38 (0.65–2.95) | 0.400 | 46 (63.9%) | 1.46 (0.88–2.42) | 0.142∗ |
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| Socioeconomic status | 711 | 0.638 | 0.064∗ | ||||
| Most disadvantaged | 102 (14.4%) | 6 (20.7%) | 1.00 | 16 (22.9%) | 1.00 | ||
| Second most disadvantaged | 159 (22.4%) | 7 (24.1%) | 0.74 (0.24–2.26) | 0.593 | 17 (24.3%) | 0.64 (0.31–1.34) | 0.239 |
| Middle | 98 (13.8%) | 2 (6.9%) | 0.33 (0.07–1.69) | 0.185 | 4 (5.7%) | 0.23 (0.07–0.72) | 0.011 |
| Second least disadvantaged | 240 (33.8%) | 11 (37.9%) | 0.78 (0.28–2.16) | 0.626 | 26 (37.1%) | 0.66 (0.34–1.28) | 0.218 |
| Least disadvantaged | 112 (15.8%) | 3 (10.3%) | 0.44 (0.11–1.81) | 0.255 | 7 (10.0%) | 0.36 (0.14–0.91) | 0.031 |
| Geographic remoteness | 711 | 0.589 | 0.304 | ||||
| Major city | 435 (61.2%) | 18 (62.1%) | 1.00 | 41 (58.6%) | 1.00 | ||
| Inner regional area | 153 (21.5%) | 4 (13.8%) | 0.62 (0.21–1.86) | 0.392 | 15 (21.4%) | 1.04 (0.56–1.94) | 0.904 |
| Outer regional area | 66 (9.3%) | 5 (17.2%) | 1.89 (0.68–5.28) | 0.224 | 12 (17.1%) | 2.13 (1.05–4.29) | 0.036 |
| Remote area | 30 (4.2%) | 1 (3.4%) | 0.80 (0.10–6.17) | 0.826 | 0 | 0 | NA |
| Very remote area | 27 (3.8%) | 1 (3.4%) | 0.89 (0.11–6.90) | 0.909 | 2 (2.9%) | 0.77 (0.18–3.35) | 0.722 |
| <10-year education level | 395 (54.0%) | 19 (63.3%) | 1.48 (0.70–3.16) | 0.307 | 41 (56.9%) | 1.13 (0.69–1.85) | 0.621 |
| Indigenous | 34 (4.6%) | 1 (3.3%) | 0.70 (0.09–5.27) | 0.727 | 4 (5.6%) | 1.23 (0.42–3.60) | 0.704 |
| Born overseas | 161 (22.0%) | 5 (16.7%) | 0.70 (0.26–1.85) | 0.467 | 11 (15.3%) | 0.61 (0.31–1.19) | 0.146∗ |
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| Diabetes | 172 (23.5%) | 16 (53.3%) | 3.99 (1.91–8.36) | <0.001∗∗ | 35 (48.6%) | 3.60 (2.19–5.94) | <0.001∗∗ |
| Hypertension | 359 (49.0%) | 21 (70.0%) | 2.54 (1.15–5.61) | 0.022∗∗ | 38 (52.8%) | 1.18 (0.73–1.93) | 0.497 |
| Dyslipidaemia | 234 (31.9%) | 12 (40.0%) | 1.44 (0.68–3.04) | 0.341 | 27 (37.5%) | 1.31 (0.79–2.17) | 0.294 |
| Myocardial infarct | 146 (19.9%) | 12 (40.0%) | 2.82 (1.33–6.00) | 0.007∗∗ | 17 (23.6%) | 1.27 (0.71–2.26) | 0.417 |
| Cerebrovascular accident | 85 (11.6%) | 9 (30.0%) | 3.52 (1.59–7.97) | 0.002∗∗ | 8 (11.1%) | 0.95 (0.44–2.05) | 0.885 |
| Chronic kidney disease | 89 (12.1%) | 11 (36.7%) | 4.62 (2.12–10.08) | <0.001∗∗ | 19 (26.4%) | 3.02 (1.69–5.39) | <0.001∗∗ |
| Smoker | 104 (14.2%) | 3 (10.0%) | 0.66 (0.20–2.22) | 0.501 | 12 (16.7%) | 1.23 (0.64–2.38) | 0.533 |
| Ex-smoker | 304 (41.5%) | 14 (46.7%) | 1.25 (0.60–2.60) | 0.554 | 28 (38.9%) | 0.89 (0.54–1.46) | 0.642 |
| Cancer | 174 (23.7%) | 8 (26.7%) | 1.17 (0.51–2.68) | 0.707 | 17 (23.6%) | 0.99 (0.56–1.75) | 0.968 |
| Arthritis | 274 (37.4%) | 18 (60.0%) | 2.64 (1.25–5.57) | 0.011∗∗ | 41 (56.9%) | 2.43 (1.49–3.99) | <0.001∗∗ |
| Depression | 191 (26.1%) | 6 (20.0%) | 0.70 (0.28–1.75) | 0.447 | 21 (29.2%) | 1.18 (0.69–2.03) | 0.537 |
| Acute foot trauma | 26 (3.5%) | 1 (3.3%) | 0.93 (0.12–7.12) | 0.946 | 7 (9.7%) | 3.63 (1.47–8.95) | 0.005∗∗ |
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| Mobility impairment | 242 (33.2%) | 21 (70.0%) | 5.07 (2.29–11.25) | <0.001∗∗ | 38 (52.8%) | 2.48 (1.52–4.05) | <0.001∗∗ |
| Vision impairment | 110 (15.1%) | 12 (40.0%) | 4.09 (1.91–8.75) | <0.001∗∗ | 20 (27.8%) | 2.42 (1.38–4.25) | 0.002∗∗ |
| Footwear worn: inside | 0.158∗ | 0.580 | |||||
| Low-risk footwear | 81 (11.1%) | 6 (20.7%) | 1.00 | 11 (15.5%) | 1.00 | ||
| Moderate-risk footwear | 263 (36.1%) | 13 (44.8%) | 0.65 (0.24–1.77) | 0.399 | 27 (38.0%) | 0.73 (0.34–1.54) | 0.407 |
| High-risk footwear | 139 (19.1%) | 2 (6.9%) | 0.18 (0.04–0.93) | 0.041 | 12 (16.9%) | 0.61 (0.25–1.45) | 0.259 |
| No footwear worn | 245 (33.7%) | 8 (27.6%) | 0.42 (0.14–1.26) | 0.121 | 21 (29.6%) | 0.60 (0.27–1.30) | 0.193 |
| Footwear worn: outside | 0.116∗ | 0.235 | |||||
| Low-risk footwear | 386 (53.2%) | 21 (75.0%) | 1.00 | 36 (50.7%) | 1.00 | ||
| Moderate-risk footwear | 75 (10.3%) | 1 (3.6%) | 0.23 (0.03–1.77) | 0.159 | 11 (15.5%) | 1.67 (0.81–3.44) | 0.168 |
| High-risk footwear | 250 (34.4%) | 5 (17.9%) | 0.35 (0.13–0.95) | 0.039 | 21 (29.6%) | 0.89 (0.51–1.56) | 0.682 |
| No footwear worn | 15 (2.1%) | 1 (3.6%) | 1.24 (0.16–9.87) | 0.840 | 3 (4.2%) | 2.42 (0.65–8.99) | 0.186 |
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| Yes | 256 (34.9%) | 22 (73.3%) | 5.52 (2.42–12.60) | <0.001∗∗ | 56 (77.8%) | 8.03 (4.50–14.35) | <0.001∗∗ |
| Podiatry | 180 (24.6%) | 18 (60.0%) | 50.3 (2.37–10.67) | <0.001∗∗ | 41 (56.9%) | 4.95 (2.99–8.18) | <0.001∗∗ |
| GP | 93 (12.7%) | 14 (46.7%) | 6.89 (3.24–14.65) | <0.001∗∗ | 27 (37.5%) | 5.39 (3.14–9.26) | <0.001∗∗ |
| Surgeon | 36 (4.9%) | 14 (46.7%) | 27.01 (11.73–62.15) | <0.001∗∗ | 17 (23.6%) | 10.41 (5.12–21.18) | <0.001∗∗ |
| Physician | 21 (2.9%) | 5 (16.7%) | 8.56 (2.91–25.23) | <0.001∗∗ | 7 (9.7%) | 4.96 (1.93–12.73) | 0.001∗∗ |
| Nurse | 20 (2.7%) | 7 (23.3%) | 16.11 (5.88–44.15) | <0.001∗∗ | 12 (16.7%) | 16.28 (6.40–41.37) | <0.001∗∗ |
| Orthotist | 4 (0.5%) | 3 (10.0%) | 77.78 (7.83–772.35) | <0.001∗∗ | 2 (2.8%) | 9.39 (1.30–67.67) | 0.026∗∗ |
| Other | 9 (1.2%) | 0 | 0 | NA | 1 (1.4%) | 1.15 (0.14–9.30) | 0.898 |
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| Previous foot ulcer | 72 (9.8%) | 21 (70.0%) | 30.33 (13.20–69.72) | <0.001∗∗ | — | — | — |
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| Peripheral neuropathy | 160 (22.0%) | 21 (72.4%) | 10.65 (4.62–24.56) | <0.001∗∗ | 39 (54.9%) | 5.39 (3.24–8.95) | <0.001∗∗ |
| PAD | 153 (21.0%) | 20 (69.0%) | 9.44 (4.20–21.20) | <0.001∗∗ | 40 (56.3%) | 6.20 (3.72–10.34) | <0.001∗∗ |
| Foot deformity | 158 (22.4%) | 17 (65.4%) | 7.27 (3.17–16.66) | <0.001∗∗ | 29 (42.0%) | 2.85 (1.70–4.77) | <0.001∗∗ |
∗ p < 0.2; ∗∗p < 0.05; CI: confidence interval; GP: general practitioner; IQR: interquartile range; PAD: peripheral arterial disease; SD: standard deviation.
Independent factors associated with previous amputations (odds ratios [95% CI]).
| Risk factor | Unadjusted |
| Adjusteda |
|
|---|---|---|---|---|
| CVA history | 4.83 (1.48–15.74) | 0.009∗ | 6.85 [1.86–25.21] | 0.004∗ |
| Previous foot ulcer | 17.92 (6.51–49.29) | <0.001∗ | 22.01 [6.89–70.38] | <0.001∗ |
| Foot deformity | 4.50 (1.70–11.90) | 0.002∗ | 5.59 [1.89–16.55] | 0.002∗ |
| Surgeon past foot treatment | 8.09 (2.50–26.20) | <0.001∗ | 10.73 [2.87–40.15] | <0.001∗ |
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| Model 1 results | Pseudo | Missing: 29 (4.0%); | Pseudo | Missing: 50 (6.8%); |
∗ p < 0.05. aAdjusted for identified confounder of geographical remoteness; pseudo R2: Nagelkerke R2; omnibus: omnibus tests of model coefficients; df: degrees of freedom; missing: excluded cases with any missing data; H&L: Hosmer and Lemeshow test; CVA: cardiovascular accident.
Independent factors associated with previous foot ulcers (odds ratios [95% CI]).
| Risk factor | Unadjusted |
| Adjusteda |
|
|---|---|---|---|---|
| Vision impairment | 2.10 (1.09–4.03) | 0.026∗ | 1.89 (0.95–3.77) | 0.069 |
| PN | 3.17 (1.81–5.56) | <0.001∗ | 3.75 (2.06–6.85) | <0.001∗ |
| PAD | 3.77 (2.15–6.62) | <0.001∗ | 3.88 [2.14–7.06] | <0.001∗ |
| Podiatry past foot treatment | 3.16 (1.80–5.55) | <0.001∗ | 2.88 (1.59–5.22) | <0.001∗ |
| Nurse past foot treatment | 8.45 (2.88–24.84) | <0.001∗ | 18.80 (5.15–68.66) | <0.001∗ |
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| Model 1 results | Pseudo | Missing: 9 (1.2%); | Pseudo | Missing: 31 (4.2%); |
∗ p < 0.05. aAdjusted for identified confounders of geographical remoteness and socioeconomic status; pseudo R2: Nagelkerke R2; omnibus: omnibus tests of model coefficients; df: degrees of freedom; missing: excluded cases with any missing data; H&L: Hosmer and Lemeshow test; PAD: peripheral arterial disease; PN: peripheral neuropathy.
Participant characteristics and univariate analysis for peripheral arterial disease, peripheral neuropathy, and foot deformity.
| Variables | All | Peripheral arterial disease | Peripheral neuropathy | Foot deformity | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
|
| Odds ratio |
|
| Odds ratio |
|
| Odds ratio |
| ||
| Participants | 733 | 153/728 (21.0%) | 160/728 (22.0%) | 158/706 (22.4%) | ||||||
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| Age: mean (SD) years | 62.0 (18.6) | 70.5 (13.3) | 1.04 (1.03–1.05) | <0.001∗∗ | 70.1 (14.1) | 1.04 (1.02–1.05) | <0.001∗∗ | 72.3 (14.4) | 1.05 (1.04–1.06) | <0.001∗∗ |
| Age: median (IQR) years | 65 (50–76) | 73 (63–81) | <0.001∗∗ | 73 (62–80) | <0.001∗∗ | 75 (66–82) | <0.001∗∗ | |||
| Age groups | <0.001∗ | <0.001∗∗ | <0.001∗∗ | |||||||
| 18–40 years | 110 (15.0%) | 4 (2.6%) | 1.00 | 6 (3.8%) | 1.00 | 5 (3.2%) | 1.00 | |||
| 41–60 years | 188 (25.7%) | 28 (18.3%) | 4.70 (1.60–13.78) | 0.005 | 29 (18.2%) | 3.22 (1.29–8.03) | 0.012 | 19 (12.1%) | 2.33 (0.84–6.43) | 0.103 |
| 61–80 years | 316 (43.2%) | 82 (53.6%) | 9.41 (3.36–26.34) | <0.001 | 87 (54.7%) | 6.64 (2.81–15.69) | <0.001 | 88 (56.1%) | 7.84 (3.09–19.91) | <0.001∗∗ |
| 81+ years | 117 (16.0%) | 39 (25.5%) | 13.25 (4.55–38.62) | <0.001 | 37 (23.3%) | 8.02 (3.23–19.93) | <0.001 | 45 (28.7%) | 12.60 (4.76–33.36) | <0.001∗∗ |
| Male sex | 408 (55.8) | 97 (63.4%) | 1.48 (1.03–2.14) | 0.037∗∗ | 93 (58.1%) | 1.12 (0.79–1.60) | 0.525 | 74 (46.8%) | 0.62 (0.44–0.89) | 0.009∗∗ |
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| Socioeconomic status | 711 | 0.020∗∗ | 0.798 | 0.274 | ||||||
| Most disadvantaged | 102 (14.4%) | 32 (21.8%) | 1.00 | 24 (15.5%) | 1.00 | 22 (14.5%) | 1.00 | |||
| Second most disadvantaged | 159 (22.4%) | 34 (23.1%) | 0.59 (0.33–1.04) | 0.066 | 34 (21.9%) | 0.88 (0.48–1.59) | 0.661 | 35 (23.0%) | 1.03 (0.56–1.89) | 0.927 |
| Middle | 98 (13.8%) | 13 (8.8%) | 0.33 (0.16–0.67) | 0.002 | 21 (13.5%) | 0.86 (0.44–1.68) | 0.666 | 16 (10.5%) | 0.67 (0.33–1.36) | 0.264 |
| Second least disadvantaged | 240 (33.8%) | 49 (33.3%) | 0.55 (0.32–0.93) | 0.025 | 56 (36.1%) | 0.97 (9.56–1.68) | 0.910 | 49 (32.2%) | 0.89 (0.51–1.58) | 0.698 |
| Least disadvantaged | 112 (15.8%) | 19 (12.9%) | 0.43 (0.23–0.83) | 0.012 | 20 (12.9%) | 0.69 (0.35–1.34) | 0.272 | 30 (19.7%) | 1.40 (0.74–2.65) | 0.300 |
| Geographic remoteness | 711 | 0.604 | 0.556 | 0.180∗ | ||||||
| Major city | 435 (61.2%) | 87 (59.2%) | 1.00 | 98 (63.2%) | 1.00 | 103 (67.8%) | 1.00 | |||
| Inner regional area | 153 (21.5%) | 30 (20.4%) | 0.98 (0.62–1.56) | 0.943 | 32 (20.6%) | 0.93 (0.59–1.46) | 0.742 | 28 (18.4%) | 0.73 (0.46–1.17) | 0.196 |
| Outer regional area | 66 (9.3%) | 17 (11.6%) | 1.38 (0.76–2.51) | 0.297 | 10 (15.2%) | 0.61 (0.30–1.24) | 0.173 | 15 (9.9%) | 0.92 (0.50–1.71) | 0.793 |
| Remote area | 30 (4.2%) | 5 (3.4%) | 0.79 (0.30–2.13) | 0.646 | 9 (5.8%) | 1.47 (0.65–3.30) | 0.357 | 2 (1.3%) | 0.23 (0.05–0.97) | 0.046 |
| Very remote area | 27 (3.8%) | 8 (5.4%) | 1.67 (0.71–3.94) | 0.242 | 6 (3.9%) | 0.98 (0.38–2.49) | 0.961 | 4 (2.6%) | 0.53 (0.18–1.58) | 0.256 |
| <10-year education level | 395 (54.0%) | 97 (63.4%) | 1.64 (1.14–2.37) | 0.008∗∗ | 92 (57.9%) | 1.23 (0.86–1.76) | 0.252 | 98 (62.0%) | 1.54 (1.07–2.21) | 0.020∗∗ |
| Indigenous | 34 (4.6%) | 12 (7.9%) | 2.16 (1.04–4.46) | 0.039∗∗ | 9 (5.6%) | 1.29 (0.59–2.83) | 0.521 | 7 (4.5%) | 0.94 (0.40–2.20) | 0.881 |
| Born overseas | 161 (22.0%) | 33 (21.6%) | 0.96 (0.62–1.47) | 0.839 | 29 (18.1%) | 0.73 (0.47–1.14) | 0.164∗ | 35 (22.3%) | 1.02 (0.67–1.56) | 0.925 |
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| Diabetes | 172 (23.5%) | 60 (39.2%) | 2.70 (1.84–3.96) | <0.001∗∗ | 74 (46.3%) | 4.18 (2.86–6.11) | <0.001∗∗ | 51 (32.3%) | 1.76 (1.20–2.63) | 0.004∗∗ |
| Hypertension | 359 (49.0%) | 97 (63.4%) | 2.10 (1.45–3.03) | <0.001∗∗ | 92 (57.5%) | 1.55 (1.09–2.20) | 0.016∗∗ | 95 (60.1%) | 1.75 (1.22–2.50) | 0.002∗∗ |
| Dyslipidaemia | 234 (31.9%) | 66 (43.1%) | 1.87 (1.30–2.70) | 0.001∗∗ | 65 (40.6%) | 1.63 (1.13–2.34) | 0.008∗∗ | 53 (33.5%) | 1.09 (0.75–1.58) | 0.671 |
| Myocardial infarct | 146 (19.9%) | 42 (27.5%) | 1.73 (1.15–2.62) | 0.009∗∗ | 38 (23.8%) | 1.33 (0.87–2.02) | 0.187∗ | 43 (27.2%) | 1.66 (1.10–2.50) | 0.016∗∗ |
| Cerebrovascular accident | 85 (11.6%) | 29 (19.0%) | 2.17 (1.33–3.54) | 0.002∗∗ | 24 (15.0%) | 1.47 (0.88–2.44) | 0.140∗ | 21 (13.3%) | 1.22 (0.72–2.08) | 0.456 |
| Chronic kidney disease | 89 (12.1%) | 38 (24.8%) | 3.47 (2.17–5.54) | <0.001∗∗ | 32 (20.0%) | 2.24 (1.40–3.61) | 0.001∗∗ | 28 (17.7%) | 1.79 (1.09–2.91) | 0.020∗∗ |
| Smoker | 104 (14.2%) | 21 (13.7%) | 0.96 (0.57–1.60) | 0.866 | 18 (11.3%) | 0.72 (0.42–1.24) | 0.235 | 10 (6.3%) | 0.35 (0.18–0.69) | 0.002∗∗ |
| Ex-smoker | 304 (41.5%) | 69 (45.1%) | 1.21 (0.84–1.73) | 0.308 | 66 (41.3%) | 0.98 (0.69–1.40) | 0.914 | 68 (43.0%) | 1.07 (0.75–1.53) | 0.717 |
| Cancer | 174 (23.7%) | 29 (19.0%) | 0.71 (0.45–1.10) | 0.127∗ | 45 (28.1%) | 1.35 (0.90–2.00) | 0.143∗ | 39 (24.7%) | 1.09 (0.72–1.64) | 0.694 |
| Arthritis | 274 (37.4%) | 77 (50.3%) | 1.99 (1.39–2.86) | <0.001∗∗ | 73 (45.6%) | 1.57 (1.10–2.24) | 0.013∗∗ | 82 (51.9%) | 2.24 (1.55–3.19) | <0.001∗∗ |
| Depression | 191 (26.1%) | 36 (23.5%) | 0.85 (0.56–1.29) | 0.440 | 41 (25.6%) | 0.97 (0.65–1.45) | 0.877 | 44 (27.8%) | 1.09 (0.74–1.63) | 0.660 |
| Acute foot trauma | 26 (3.5%) | 5 (3.3%) | 0.89 (0.33–2.40) | 0.820 | 9 (5.6%) | 1.93 (0.84–4.42) | 0.119∗ | 6 (3.8%) | 1.04 (0.41–2.64) | 0.931 |
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| Mobility impairment | 242 (33.2%) | 78 (51.0%) | 2.66 (1.84–3.83) | <0.001∗∗ | 95 (59.4%) | 4.23 (2.93–6.12) | <0.001∗∗ | 89 (56.3%) | 3.59 (2.49–5.19) | <0.001∗∗ |
| Vision impairment | 110 (15.1%) | 37 (24.2%) | 2.22 (1.42–3.46) | <0.001∗∗ | 33 (20.6%) | 1.68 (1.07–2.64) | 0.026∗∗ | 37 (23.6%) | 2.14 (1.37–3.34) | 0.001∗∗ |
| Footwear worn: inside | 0.002∗∗ | 0.006∗∗ | 0.007∗∗ | |||||||
| Low-risk footwear | 81 (11.1%) | 19 (12.4%) | 1.00 | 27 (17.0%) | 1.00 | 22 (13.9%) | 1.00 | |||
| Moderate-risk footwear | 263 (36.1%) | 74 (48.4%) | 1.28 (0.72–2.28) | 0.408 | 66 (41.5%) | 0.67 (0.39–1.16) | 0.151 | 73 (46.2%) | 1.07 (0.61–1.87) | 0.813 |
| High-risk footwear | 139 (19.1%) | 19 (12.4%) | 0.53 (0.26–1.06) | 0.074 | 25 (15.7%) | 0.44 (0.24–0.83) | 0.012 | 23 (14.6%) | 0.56 (0.29–1.08) | 0.083 |
| No footwear worn | 245 (33.7%) | 41 (26.8%) | 0.66 (0.36–1.21) | 0.178 | 41 (25.8%) | 0.40 (0.23–0.71) | 0.002 | 40 (25.3%) | 0.56 (0.31–1.01) | 0.054 |
| Footwear worn: outside | 0.065∗ | 0.015∗∗ | 0.316 | |||||||
| Low-risk footwear | 386 (53.2%) | 89 (58.6%) | 1.00 | 91 (57.2%) | 1.00 | 85 (54.1%) | 1.00 | |||
| Moderate-risk footwear | 75 (10.3%) | 19 (12.5%) | 1.13 (0.64–2.01) | 0.670 | 16 (10.1%) | 0.88 (0.48–1.60) | 0.674 | 22 (14.0%) | 1.43 (0.82–2.49) | 0.207 |
| High-risk footwear | 250 (34.4%) | 39 (25.7%) | 0.62 (0.41–0.94) | 0.026 | 44 (27.7%) | 0.70 (0.47–1.05) | 0.081 | 47 (29.9%) | 0.81 (0.55–1.21) | 0.313 |
| No footwear worn | 15 (2.1%) | 5 (3.3%) | 1.67 (0.56–5.01) | 0.361 | 8 (5.0%) | 3.71 (1.31–10.50) | 0.014 | 3 (1.9%) | 0.92 (0.25–3.38) | 0.901 |
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| Yes | 256 (34.9%) | 83 (54.2%) | 2.80 (1.95–4.04) | <0.001∗∗ | 86 (53.8%) | 2.77 (1.93–3.96) | <0.001∗∗ | 86 (54.4%) | 2.80 (1.95–4.02) | <0.001∗∗ |
| Podiatry | 180 (24.6%) | 62 (40.5%) | 2.67 (1.82–3.91) | <0.001∗∗ | 67 (41.9%) | 2.93 (2.01–4.27) | <0.001∗∗ | 73 (46.2%) | 3.71 (2.54–5.42) | <0.001∗∗ |
| GP | 93 (12.7%) | 36 (23.5%) | 2.85 (1.79–4.54) | <0.001∗∗ | 37 (23.1%) | 2.81 (1.77–4.45) | <0.001∗∗ | 25 (15.8%) | 1.42 (0.86–2.25) | 0.168∗ |
| Surgeon | 36 (4.9%) | 20 (13.1%) | 5.61 (2.80–11.26) | <0.001∗∗ | 18 (11.3%) | 4.11 (2.07–8.18) | <0.001∗∗ | 14 (8.9%) | 2.71 (1.33–5.53) | 0.006∗∗ |
| Physician | 21 (2.9%) | 9 (5.9%) | 2.93 (1.21–7.09) | 0.017∗∗ | 8 (5.0%) | 2.25 (0.92–5.52) | 0.078∗ | 9 (5.7%) | 2.95 (1.20–7.25) | 0.018∗∗ |
| Nurse | 20 (2.7%) | 10 (6.5%) | 3.95 (1.61–9.68) | 0.003∗∗ | 11 (6.9%) | 4.59 (1.87–11.27) | 0.001∗∗ | 9 (5.7%) | 3.25 (1.30–8.14) | 0.012∗∗ |
| Orthotist | 4 (0.5%) | 1 (0.7%) | 1.25 (0.13–12.14) | 0.845 | 3 (1.9%) | 10.83 (1.12–104.88) | 0.040 | 1 (0.6%) | 1.74 (0.16–19.30) | 0.652 |
| Other | 9 (1.2%) | 2 (1.3%) | 1.08 (0.22–5.23) | 0.929 | 1 (0.6%) | 0.44 (0.06–3.55) | 0.441 | 3 (1.9%) | 1.75 (0.43–7.07) | 0.433 |
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| Peripheral neuropathy | 160 (22.0%) | 62 (40.5%) | 3.35 (2.27–4.95) | <0.001∗∗ | — | — | — | 66 (42.0%) | 3.69 (2.50–5.45) | <0.001∗∗ |
| PAD | 153 (21.0%) | — | — | — | 62 (39.0%) | 3.35 (2.27–4.95) | <0.001∗∗ | 53 (33.8%) | 2.43 (1.63–3.62) | <0.001∗∗ |
| Foot deformity | 158 (22.4%) | 52 (35.8%) | 2.43 (1.63–3.62) | <0.001∗∗a | 66 (42.3%) | 3.69 (2.50–5.45) | <0.001∗∗a | — | — | — |
∗ p < 0.2; ∗∗p < 0.05. aExplanatory variable excluded from multivariate model as considered not on causal pathway for outcome; CI: confidence interval; GP: general practitioner; IQR: interquartile range; PAD: peripheral arterial disease; SD: standard deviation.
Independent factors associated with peripheral arterial disease (odds ratios [95% CI]).
| Risk factor | Unadjusted |
| Adjusteda |
|
|---|---|---|---|---|
| Age groups | <0.001∗ | <0.001∗ | ||
| 18–40 years | Referent | Referent | ||
| 41–60 years | 4.98 (1.64–15.14) | 0.005∗ | 4.69 (1.55–14.23) | 0.006∗ |
| 61–80 years | 10.42 (3.56–30.51) | <0.001∗ | 8.94 (3.04–26.33) | <0.001∗ |
| 81+ years | 15.61 (5.10–47.80) | <0.001∗ | 12.72 (4.10–39.40) | <0.001∗ |
| Male sex | 1.55 (1.04–2.32) | 0.031∗ | 1.70 (1.13–2.56) | 0.012∗ |
| Indigenous | 3.23 (1.40–7.43) | 0.006∗ | 3.12 (1.36–7.18) | 0.007∗ |
| Cancer history | 0.52 (0.32–0.85) | 0.009∗ | 0.52 (0.32–0.84) | 0.008∗ |
| PN | 2.38 (1.56–3.61) | <0.001∗ | 2.26 (1.48–3.45) | <0.001∗ |
| Surgeon past foot treatment | 6.01 (2.74–13.18) | <0.001∗ | 5.16 (2.32–11.47) | <0.001∗ |
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| Model 1 results | Pseudo | Missing: 11 (1.5%); | Pseudo | Missing: 11 (1.5%); |
∗ p < 0.05. aAdjusted for identified confounder of past podiatry treatment; pseudo R2: Nagelkerke R2; omnibus: omnibus tests of model coefficients; df: degrees of freedom; missing: excluded cases with any missing data; H&L: Hosmer and Lemeshow test; PN: peripheral neuropathy.
Independent factors associated with peripheral neuropathy (odds ratios [95% CI]).
| Risk factor | Unadjusted |
| Adjusteda |
|
|---|---|---|---|---|
| Age groups | 0.007∗ | 0.008∗ | ||
| 18–40 years | Referent | Referent | ||
| 41–60 years | 2.93 (1.07–8.01) | 0.037∗ | 2.77 (1.01–7.62) | 0.048∗ |
| 61–80 years | 4.66 (1.80–12.08) | 0.002∗ | 4.55 (1.75–11.80) | 0.002∗ |
| 81+ years | 4.73 (1.70–13.15) | 0.003∗ | 4.42 (1.59–12.32) | 0.004∗ |
| Diabetes | 3.91 (2.57–5.97) | <0.001∗ | 3.94 (2.55–6.07) | <0.001∗ |
| Mobility impairment | 3.37 (2.22–5.11) | <0.001∗ | 3.41 (2.24–5.20) | <0.001∗ |
| PAD | 1.93 (1.25–2.99) | 0.003∗ | 2.08 (1.33–3.25) | 0.001∗ |
| Outside footwear worn | 0.017∗ | 0.055 | ||
| Low risk | Referent | Referent | ||
| Moderate risk | 0.58 (0.29–1.15) | 0.117 | 0.57 (0.28–1.13) | 0.108 |
| High risk | 0.71 (0.45–1.11) | 0.132 | 0.72 (0.45–1.14) | 0.158 |
| No footwear | 3.99 (1.19–13.35) | 0.025∗ | 3.01 (0.85–10.65) | 0.088 |
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| Model 1 results | Pseudo | Missing: 15 (2.0%); | Pseudo | Missing: 33 (4.5%); |
∗ p < 0.05. aAdjusted for identified confounder of geographical remoteness; pseudo R2: Nagelkerke R2; omnibus: omnibus tests of model coefficients; df: degrees of freedom; missing: excluded cases with any missing data; H&L: Hosmer and Lemeshow test; PAD: peripheral arterial disease.
Independent factors associated with foot deformity (odds ratios [95% CI]).
| Risk factor | Unadjusted |
| Adjusteda |
|
|---|---|---|---|---|
| Age groups | <0.001∗ | No confounders identified | ||
| 18–40 years | Referent | |||
| 41–60 years | 1.76 (0.62–4.99) | 0.289 | ||
| 61–80 years | 4.67 (1.79–12.17) | 0.002∗ | ||
| 81+ years | 5.68 (2.05–15.71) | 0.001∗ | ||
| Mobility impairment | 2.04 (1.35–3.08) | 0.001∗ | ||
| PN | 2.20 (1.44–2.36) | <0.001∗ | ||
| Podiatry past foot treatment | 2.06 (1.36–3.12) | 0.001∗ | ||
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| Model 1 results | Pseudo | Missing: 32 (4.4%); | ||
∗ p < 0.05. aNo confounders were identified; pseudo R2: Nagelkerke R2; omnibus: omnibus tests of model coefficients; df: degrees of freedom; missing: excluded cases with any missing data; H&L: Hosmer and Lemeshow test; PN: peripheral neuropathy.